cli/internal/cmd
Claude 548256312d feat: add ML inference, scoring, and training pipeline (pkg/ml)
Port LEM scoring/training pipeline into CoreGo as pkg/ml with:
- Inference abstraction with HTTP, llama-server, and Ollama backends
- 3-tier scoring engine (heuristic, exact, LLM judge)
- Capability and content probes for model evaluation
- GGUF/safetensors format converters, MLX to PEFT adapter conversion
- DuckDB integration for training data pipeline
- InfluxDB metrics for lab dashboard
- Training data export (JSONL + Parquet)
- Expansion generation pipeline with distributed workers
- 10 CLI commands under 'core ml' (score, probe, export, expand, status, gguf, convert, agent, worker)
- 5 MCP tools (ml_generate, ml_score, ml_probe, ml_status, ml_backends)

All 37 ML tests passing. Binary builds at 138MB with all commands.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-16 05:53:52 +00:00
..
ai refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
ci refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
collect refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
config refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
crypt refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
daemon refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
deploy refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
dev refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
docs refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
doctor refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
forge refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
gitcmd refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
gitea refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
go refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
help refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
mcpcmd refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
ml feat: add ML inference, scoring, and training pipeline (pkg/ml) 2026-02-16 05:53:52 +00:00
monitor refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
php refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
pkgcmd refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
plugin refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
prod refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
qa refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
rag refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
sdk refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
security refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
session refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
setup refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
test refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
unifi refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
updater refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
vm refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00
workspace refactor: rename module from github.com/host-uk/core to forge.lthn.ai/core/cli 2026-02-16 05:53:52 +00:00